Condition monitoring and fault diagnosis of induction motor
SK Gundewar, PV Kane - Journal of Vibration Engineering & Technologies, 2021 - Springer
Background An induction motor is at the heart of every rotating machine and hence it is a
very vital component. Almost in every industry, around 90% of the machines apply an …
very vital component. Almost in every industry, around 90% of the machines apply an …
Diagnosis of stator fault severity in induction motor based on discrete wavelet analysis
This research puts forward a novel approach by proposing mathematical equations to
estimate the fault intensity index in induction motor with stator inter-turn short circuit (ITSC) …
estimate the fault intensity index in induction motor with stator inter-turn short circuit (ITSC) …
Stator fault analysis of three-phase induction motors using information measures and artificial neural networks
The three-phase induction motors are considered one of the most important elements of the
industrial process. However, in this environment, these machines are subject to electrical …
industrial process. However, in this environment, these machines are subject to electrical …
Stator short-circuit diagnosis in induction motors using mutual information and intelligent systems
GH Bazan, PR Scalassara, W Endo… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
This paper proposes a novel approach for detection of stator short-circuit faults in three-
phase induction motors. The method is based on two stages: feature extraction and …
phase induction motors. The method is based on two stages: feature extraction and …
Metaheuristics optimization applied to PI controllers tuning of a DTC-SVM drive for three-phase induction motors
This paper presents the application of optimization metaheuristics in direct torque control
with space vector modulation (DTC-SVM) of a three-phase induction motor. Two …
with space vector modulation (DTC-SVM) of a three-phase induction motor. Two …
Stator fault diagnosis of induction motor based on discrete wavelet analysis and neural network technique
A novel approach by introducing a statistical parameter to estimate the severity of incipient
stator inter-turn short circuit (ITSC) faults in induction motors (IMs) is proposed. Determining …
stator inter-turn short circuit (ITSC) faults in induction motors (IMs) is proposed. Determining …
Diagnosis of stator faults severity in induction motors using two intelligent approaches
Three-phase induction motors are the primary means of transformation of electrical energy
into mechanical energy in industry, since they are robust and present low cost. However …
into mechanical energy in industry, since they are robust and present low cost. However …
Nested SVDD in DAG SVM for induction motor condition monitoring
S Zgarni, H Keskes, A Braham - Engineering Applications of Artificial …, 2018 - Elsevier
Nowadays, multiclass classification is considered as the leading technique on the issue of
condition monitoring in induction motor which can be performed accurately and efficiently by …
condition monitoring in induction motor which can be performed accurately and efficiently by …
Condition monitoring and fault detection of induction motor based on wavelet denoising with ensemble learning
This paper puts forward a novel fault diagnosis scheme to detect incipient stator fault in
induction motor, in addition to estimating the failure severity. Early detection of the stator fault …
induction motor, in addition to estimating the failure severity. Early detection of the stator fault …
Thermal-impact-based protection of induction motors under voltage unbalance conditions
JL Gonzalez-Cordoba, RA Osornio-Rios… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Voltage unbalance and mechanical overload generate negative effects on induction motors,
producing thermal damages in the stator insulation and a reduction of the motor lifetime. In …
producing thermal damages in the stator insulation and a reduction of the motor lifetime. In …